Dataset info
| Number of variables | 132 |
|---|---|
| Number of observations | 100000 |
| Missing cells | 2235060 (16.9%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 100.7 MiB |
| Average record size in memory | 1.0 KiB |
Variables types
| Numeric | 38 |
|---|---|
| Categorical | 12 |
| Boolean | 80 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 2 |
| Unsupported | 0 |
Warnings
A_IND has 79871 (79.9%) missing values | Missing |
ACCIDENT_HOSPITAL_REC_AMT has 26596 (26.6%) zeros | Zeros |
ACCIDENT_HOSPITAL_REC_AMT has 27540 (27.5%) missing values | Missing |
AG_CNT has 43314 (43.3%) zeros | Zeros |
AG_NOW_CNT has 64719 (64.7%) zeros | Zeros |
ANNUAL_INCOME_AMT is highly skewed (γ1 = 94.00856744) | Skewed |
ANNUAL_INCOME_AMT has 39201 (39.2%) missing values | Missing |
ANNUAL_PREMIUM_AMT is highly skewed (γ1 = 29.61355262) | Skewed |
ANNUAL_PREMIUM_AMT has 1372 (1.4%) zeros | Zeros |
ANNUAL_PREMIUM_AMT has 62445 (62.4%) missing values | Missing |
ANNUITY_AMT has 54152 (54.2%) zeros | Zeros |
ANNUITY_AMT has 27540 (27.5%) missing values | Missing |
APC_1ST_AGE has 43282 (43.3%) missing values | Missing |
APC_1ST_YEARDIF has 1602 (1.6%) zeros | Zeros |
APC_1ST_YEARDIF has 43282 (43.3%) missing values | Missing |
APC_CNT has 39610 (39.6%) zeros | Zeros |
B_IND has 79871 (79.9%) missing values | Missing |
BANK_NUMBER_CNT has 63881 (63.9%) zeros | Zeros |
BMI has 16645 (16.6%) missing values | Missing |
C_IND has 79871 (79.9%) missing values | Missing |
CHANNEL_A_POL_CNT has 55427 (55.4%) zeros | Zeros |
CHANNEL_B_POL_CNT has 97915 (97.9%) zeros | Zeros |
CLC_CUR_NUM has 56179 (56.2%) zeros | Zeros |
DIEACCIDENT_AMT has 13399 (13.4%) zeros | Zeros |
DIEACCIDENT_AMT has 27540 (27.5%) missing values | Missing |
DIEBENEFIT_AMT is highly correlated with DIEACCIDENT_AMT (ρ = 0.9402088548) | Rejected |
DISEASES_HOSPITAL_REC_AMT is highly correlated with ACCIDENT_HOSPITAL_REC_AMT (ρ = 0.9462433008) | Rejected |
EDUCATION_CD has 20562 (20.6%) missing values | Missing |
EXPIRATION_AMT is highly skewed (γ1 = 29.86835614) | Skewed |
EXPIRATION_AMT has 71299 (71.3%) zeros | Zeros |
EXPIRATION_AMT has 27540 (27.5%) missing values | Missing |
FINANCETOOLS_A has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_B has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_C has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_D has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_E has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_F has 62641 (62.6%) missing values | Missing |
FINANCETOOLS_G has 62641 (62.6%) missing values | Missing |
FIRST_CANCER_AMT has 43869 (43.9%) zeros | Zeros |
FIRST_CANCER_AMT has 27540 (27.5%) missing values | Missing |
IF_ADD_INSD_F_IND has 51848 (51.8%) missing values | Missing |
IF_ADD_INSD_G_IND has 51848 (51.8%) missing values | Missing |
IF_ADD_INSD_L_IND has 51848 (51.8%) missing values | Missing |
IF_ADD_INSD_Q_IND has 51848 (51.8%) missing values | Missing |
IF_ADD_INSD_R_IND has 51848 (51.8%) missing values | Missing |
IF_ISSUE_INSD_A_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_B_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_C_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_D_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_E_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_F_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_G_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_H_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_I_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_J_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_K_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_L_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_M_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_N_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_O_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_P_IND has 20083 (20.1%) missing values | Missing |
IF_ISSUE_INSD_Q_IND has 20083 (20.1%) missing values | Missing |
ILL_ACCELERATION_AMT has 62890 (62.9%) zeros | Zeros |
ILL_ACCELERATION_AMT has 27540 (27.5%) missing values | Missing |
ILL_ADDITIONAL_AMT has 65383 (65.4%) zeros | Zeros |
ILL_ADDITIONAL_AMT has 27540 (27.5%) missing values | Missing |
IM_CNT has 71780 (71.8%) zeros | Zeros |
INPATIENT_SURGERY_AMT has 31509 (31.5%) zeros | Zeros |
INPATIENT_SURGERY_AMT has 27540 (27.5%) missing values | Missing |
INSD_CNT has 83858 (83.9%) zeros | Zeros |
INSD_LAST_YEARDIF_CNT has 6261 (6.3%) zeros | Zeros |
L1YR_A_ISSUE_CNT has 93490 (93.5%) zeros | Zeros |
L1YR_B_ISSUE_CNT is highly skewed (γ1 = 22.14429664) | Skewed |
L1YR_B_ISSUE_CNT has 99691 (99.7%) zeros | Zeros |
L1YR_C_CNT has 87936 (87.9%) missing values | Missing |
L1YR_GROSS_PRE_AMT is highly skewed (γ1 = 31.75482256) | Skewed |
L1YR_GROSS_PRE_AMT has 60988 (61.0%) zeros | Zeros |
LEVEL has 43305 (43.3%) missing values | Missing |
LIFE_INSD_CNT has 20083 (20.1%) zeros | Zeros |
LONG_TERM_CARE_AMT has 70778 (70.8%) zeros | Zeros |
LONG_TERM_CARE_AMT has 27540 (27.5%) missing values | Missing |
MARRIAGE_CD has 7951 (8.0%) missing values | Missing |
MONTHLY_CARE_AMT has 52365 (52.4%) zeros | Zeros |
MONTHLY_CARE_AMT has 27540 (27.5%) missing values | Missing |
OCCUPATION_CLASS_CD has 3960 (4.0%) missing values | Missing |
OUTPATIENT_SURGERY_AMT has 32697 (32.7%) zeros | Zeros |
OUTPATIENT_SURGERY_AMT has 27540 (27.5%) missing values | Missing |
PAY_LIMIT_MED_MISC_AMT has 52955 (53.0%) zeros | Zeros |
PAY_LIMIT_MED_MISC_AMT has 27540 (27.5%) missing values | Missing |
POLICY_VALUE_AMT is highly skewed (γ1 = 21.37832188) | Skewed |
POLICY_VALUE_AMT has 61862 (61.9%) zeros | Zeros |
POLICY_VALUE_AMT has 27540 (27.5%) missing values | Missing |
REBUY_TIMES_CNT has 43282 (43.3%) missing values | Missing |
RFM_M_LEVEL has 43282 (43.3%) missing values | Missing |
RFM_R has 43294 (43.3%) missing values | Missing |
TERMINATION_RATE has 44093 (44.1%) zeros | Zeros |
TERMINATION_RATE has 43282 (43.3%) missing values | Missing |
TOOL_VISIT_1YEAR_CNT has 68792 (68.8%) zeros | Zeros |
A_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 79.9% |
| Missing (n) | 79871 |
| N | 12979 |
|---|---|
| Y | 7150 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 12979 | 13.0% | |
| Y | 7150 | 7.1% | |
| (Missing) | 79871 | 79.9% |
ACCIDENT_HOSPITAL_REC_AMT
Numeric
| Distinct count | 199 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1516232752 |
|---|---|
| Minimum | 0 |
| Maximum | 0.808 |
| Zeros (%) | 26.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.112 |
| Q3 | 0.264 |
| 95-th percentile | 0.424 |
| Maximum | 0.808 |
| Range | 0.808 |
| Interquartile range | 0.264 |
Descriptive statistics
| Standard deviation | 0.1514239413 |
|---|---|
| Coef of variation | 0.9986853348 |
| Kurtosis | -0.8711823394 |
| Mean | 0.1516232752 |
| MAD | 0.1323126974 |
| Skewness | 0.5765051561 |
| Sum | 10986.62252 |
| Variance | 0.02292921 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 26596 | 26.6% | |
| 0.08 | 7693 | 7.7% | |
| 0.16 | 5981 | 6.0% | |
| 0.344 | 4584 | 4.6% | |
| 0.24 | 4274 | 4.3% | |
| 0.264 | 3448 | 3.4% | |
| 0.424 | 3408 | 3.4% | |
| 0.32 | 2771 | 2.8% | |
| 0.4 | 1548 | 1.5% | |
| 0.184 | 1314 | 1.3% | |
| Other values (188) | 10843 | 10.8% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 26596 | 26.6% | |
| 0.0004384 | 1 | < 0.1% | |
| 0.0004808 | 1 | < 0.1% | |
| 0.0012984 | 1 | < 0.1% | |
| 0.0027472 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.808 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% | |
| 0.784 | 1 | < 0.1% | |
| 0.76 | 1 | < 0.1% | |
| 0.744 | 1 | < 0.1% |
AG_CNT
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9734 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 43.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.198585335 |
|---|---|
| Coef of variation | 1.231338951 |
| Kurtosis | 7.479667436 |
| Mean | 0.9734 |
| MAD | 0.843236952 |
| Skewness | 1.992850985 |
| Sum | 97340 |
| Variance | 1.436606806 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 43314 | 43.3% | |
| 1 | 32822 | 32.8% | |
| 2 | 14150 | 14.1% | |
| 3 | 5706 | 5.7% | |
| 4 | 2335 | 2.3% | |
| 5 | 956 | 1.0% | |
| 6 | 392 | 0.4% | |
| 7 | 170 | 0.2% | |
| 8 | 79 | 0.1% | |
| 9 | 26 | < 0.1% | |
| Other values (8) | 50 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 43314 | 43.3% | |
| 1 | 32822 | 32.8% | |
| 2 | 14150 | 14.1% | |
| 3 | 5706 | 5.7% | |
| 4 | 2335 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 2 | < 0.1% | |
| 16 | 3 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 13 | 2 | < 0.1% |
AG_NOW_CNT
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.45667 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 64.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.7159522589 |
|---|---|
| Coef of variation | 1.567767225 |
| Kurtosis | 4.708703103 |
| Mean | 0.45667 |
| MAD | 0.5911045146 |
| Skewness | 1.840139739 |
| Sum | 45667 |
| Variance | 0.512587637 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 64719 | 64.7% | |
| 1 | 27099 | 27.1% | |
| 2 | 6452 | 6.5% | |
| 3 | 1363 | 1.4% | |
| 4 | 293 | 0.3% | |
| 5 | 52 | 0.1% | |
| 6 | 16 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 64719 | 64.7% | |
| 1 | 27099 | 27.1% | |
| 2 | 6452 | 6.5% | |
| 3 | 1363 | 1.4% | |
| 4 | 293 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 6 | 16 | < 0.1% | |
| 5 | 52 | 0.1% |
AGE
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 低 | |
|---|---|
| 中 | |
| 高 |
| Value | Count | Frequency (%) | |
| 低 | 27213 | 27.2% | |
| 中 | 27148 | 27.1% | |
| 高 | 23902 | 23.9% | |
| 中高 | 21737 | 21.7% |
| Max length | 2 |
|---|---|
| Mean length | 1.21737 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
ANNUAL_INCOME_AMT
Numeric
| Distinct count | 847 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 39.2% |
| Missing (n) | 39201 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0006068425456 |
|---|---|
| Minimum | 0 |
| Maximum | 0.25 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.33e-05 |
| Q1 | 0.00024999 |
| Median | 0.000416657 |
| Q3 | 0.000666657 |
| 95-th percentile | 0.001666657 |
| Maximum | 0.25 |
| Range | 0.25 |
| Interquartile range | 0.000416667 |
Descriptive statistics
| Standard deviation | 0.001458002214 |
|---|---|
| Coef of variation | 2.402603812 |
| Kurtosis | 14530.50677 |
| Mean | 0.0006068425456 |
| MAD | 0.0003732957423 |
| Skewness | 94.00856744 |
| Sum | 36.89541993 |
| Variance | 2.125770455e-06 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0.00049999 | 6310 | 6.3% | |
| 0.000416657 | 6170 | 6.2% | |
| 0.000208323 | 5786 | 5.8% | |
| 0.000833323 | 4791 | 4.8% | |
| 0.00062499 | 3925 | 3.9% | |
| 0.000666657 | 3696 | 3.7% | |
| 0.000333323 | 3148 | 3.1% | |
| 0.00024999 | 3052 | 3.1% | |
| 0.00124999 | 2436 | 2.4% | |
| 8.33e-05 | 2113 | 2.1% | |
| Other values (836) | 19372 | 19.4% | |
| (Missing) | 39201 | 39.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | < 0.1% | |
| 8e-08 | 1 | < 0.1% | |
| 8.4e-07 | 1 | < 0.1% | |
| 9.4e-07 | 19 | < 0.1% | |
| 9.9e-07 | 4 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.25 | 1 | < 0.1% | |
| 0.08333332 | 1 | < 0.1% | |
| 0.06666666 | 2 | < 0.1% | |
| 0.05416666 | 1 | < 0.1% | |
| 0.04999999 | 2 | < 0.1% |
ANNUAL_PREMIUM_AMT
Numeric
| Distinct count | 26446 |
|---|---|
| Unique (%) | 26.4% |
| Missing (%) | 62.4% |
| Missing (n) | 62445 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.00123456077 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3788604 |
| Zeros (%) | 1.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.54e-05 |
| Q1 | 0.000208621 |
| Median | 0.000423251 |
| Q3 | 0.0009992475 |
| 95-th percentile | 0.0043003922 |
| Maximum | 0.3788604 |
| Range | 0.3788604 |
| Interquartile range | 0.0007906265 |
Descriptive statistics
| Standard deviation | 0.004181061097 |
|---|---|
| Coef of variation | 3.386679052 |
| Kurtosis | 1983.019681 |
| Mean | 0.00123456077 |
| MAD | 0.001329357506 |
| Skewness | 29.61355262 |
| Sum | 46.3639297 |
| Variance | 1.74812719e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1372 | 1.4% | |
| 0.000338556 | 95 | 0.1% | |
| 0.00027818 | 94 | 0.1% | |
| 0.000333816 | 81 | 0.1% | |
| 0.000389452 | 79 | 0.1% | |
| 0.000154419 | 69 | 0.1% | |
| 0.000154325 | 60 | 0.1% | |
| 0.00056426 | 47 | < 0.1% | |
| 0.000225704 | 46 | < 0.1% | |
| 0.000470216 | 42 | < 0.1% | |
| Other values (26435) | 35570 | 35.6% | |
| (Missing) | 62445 | 62.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1372 | 1.4% | |
| 1.05e-06 | 1 | < 0.1% | |
| 1.41e-06 | 2 | < 0.1% | |
| 1.62e-06 | 1 | < 0.1% | |
| 1.66e-06 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3788604 | 1 | < 0.1% | |
| 0.1523081 | 1 | < 0.1% | |
| 0.1331843 | 1 | < 0.1% | |
| 0.1284878 | 1 | < 0.1% | |
| 0.1210345 | 1 | < 0.1% |
ANNUITY_AMT
Numeric
| Distinct count | 1427 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.002359209893 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3773451 |
| Zeros (%) | 54.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.000213592 |
| 95-th percentile | 0.01423944 |
| Maximum | 0.3773451 |
| Range | 0.3773451 |
| Interquartile range | 0.000213592 |
Descriptive statistics
| Standard deviation | 0.009075469747 |
|---|---|
| Coef of variation | 3.846825911 |
| Kurtosis | 229.429868 |
| Mean | 0.002359209893 |
| MAD | 0.003760164337 |
| Skewness | 10.69921172 |
| Sum | 170.9483489 |
| Variance | 8.236415113e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 54152 | 54.2% | |
| 0.000889965 | 760 | 0.8% | |
| 0.00177993 | 578 | 0.6% | |
| 0.02135915 | 446 | 0.4% | |
| 0.003559859 | 373 | 0.4% | |
| 0.03559859 | 368 | 0.4% | |
| 0.007119718 | 328 | 0.3% | |
| 0.000676373 | 325 | 0.3% | |
| 0.01067958 | 319 | 0.3% | |
| 0.000605176 | 305 | 0.3% | |
| Other values (1416) | 14506 | 14.5% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 54152 | 54.2% | |
| 3.56e-05 | 11 | < 0.1% | |
| 7.12e-05 | 24 | < 0.1% | |
| 0.000106796 | 51 | 0.1% | |
| 0.000142394 | 45 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3773451 | 1 | < 0.1% | |
| 0.3626428 | 1 | < 0.1% | |
| 0.3559859 | 1 | < 0.1% | |
| 0.3313517 | 1 | < 0.1% | |
| 0.2934748 | 1 | < 0.1% |
APC_1ST_AGE
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43282 |
| 中高 | |
|---|---|
| 低 | |
| 高 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 中高 | 16507 | 16.5% | |
| 低 | 16443 | 16.4% | |
| 高 | 14758 | 14.8% | |
| 中 | 9010 | 9.0% | |
| (Missing) | 43282 | 43.3% |
| Max length | 3 |
|---|---|
| Mean length | 2.03071 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
APC_1ST_YEARDIF
Numeric
| Distinct count | 71 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2587685985 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9302326 |
| Zeros (%) | 1.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02325581 |
| Q1 | 0.1162791 |
| Median | 0.2093023 |
| Q3 | 0.4186047 |
| 95-th percentile | 0.6046512 |
| Maximum | 0.9302326 |
| Range | 0.9302326 |
| Interquartile range | 0.3023256 |
Descriptive statistics
| Standard deviation | 0.1829683153 |
|---|---|
| Coef of variation | 0.7070731009 |
| Kurtosis | -0.5906082129 |
| Mean | 0.2587685985 |
| MAD | 0.1535813893 |
| Skewness | 0.6035491522 |
| Sum | 14676.83737 |
| Variance | 0.03347740441 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0.1627907 | 4047 | 4.0% | |
| 0.04651163 | 3019 | 3.0% | |
| 0.1860465 | 2960 | 3.0% | |
| 0.02325581 | 2783 | 2.8% | |
| 0.1395349 | 2767 | 2.8% | |
| 0.09302326 | 2734 | 2.7% | |
| 0.2093023 | 2731 | 2.7% | |
| 0.06976744 | 2710 | 2.7% | |
| 0.255814 | 2533 | 2.5% | |
| 0.2325581 | 2502 | 2.5% | |
| Other values (60) | 27932 | 27.9% | |
| (Missing) | 43282 | 43.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1602 | 1.6% | |
| 0.02325581 | 2783 | 2.8% | |
| 0.023255814 | 161 | 0.2% | |
| 0.046511628 | 128 | 0.1% | |
| 0.04651163 | 3019 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9302326 | 1 | < 0.1% | |
| 0.8837209 | 2 | < 0.1% | |
| 0.8604651 | 1 | < 0.1% | |
| 0.8372093 | 5 | < 0.1% | |
| 0.8139535 | 17 | < 0.1% |
APC_CNT
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.68107 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 39.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.6148474896 |
|---|---|
| Coef of variation | 0.9027669544 |
| Kurtosis | -0.1822073915 |
| Mean | 0.68107 |
| MAD | 0.539543654 |
| Skewness | 0.4098002513 |
| Sum | 68107 |
| Variance | 0.3780374355 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 1 | 52987 | 53.0% | |
| 0 | 39610 | 39.6% | |
| 2 | 7099 | 7.1% | |
| 3 | 294 | 0.3% | |
| 4 | 10 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39610 | 39.6% | |
| 1 | 52987 | 53.0% | |
| 2 | 7099 | 7.1% | |
| 3 | 294 | 0.3% | |
| 4 | 10 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 10 | < 0.1% | |
| 3 | 294 | 0.3% | |
| 2 | 7099 | 7.1% | |
| 1 | 52987 | 53.0% | |
| 0 | 39610 | 39.6% |
B_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 79.9% |
| Missing (n) | 79871 |
| N | |
|---|---|
| Y | 4107 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 16022 | 16.0% | |
| Y | 4107 | 4.1% | |
| (Missing) | 79871 | 79.9% |
BANK_NUMBER_CNT
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0560275 |
|---|---|
| Minimum | 0 |
| Maximum | 0.875 |
| Zeros (%) | 63.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.125 |
| 95-th percentile | 0.25 |
| Maximum | 0.875 |
| Range | 0.875 |
| Interquartile range | 0.125 |
Descriptive statistics
| Standard deviation | 0.08406316024 |
|---|---|
| Coef of variation | 1.500391062 |
| Kurtosis | 2.631675743 |
| Mean | 0.0560275 |
| MAD | 0.07158185455 |
| Skewness | 1.54881681 |
| Sum | 5602.75 |
| Variance | 0.00706661491 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 63881 | 63.9% | |
| 0.125 | 28760 | 28.8% | |
| 0.25 | 6194 | 6.2% | |
| 0.375 | 1003 | 1.0% | |
| 0.5 | 148 | 0.1% | |
| 0.625 | 12 | < 0.1% | |
| 0.875 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 63881 | 63.9% | |
| 0.125 | 28760 | 28.8% | |
| 0.25 | 6194 | 6.2% | |
| 0.375 | 1003 | 1.0% | |
| 0.5 | 148 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.875 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.625 | 12 | < 0.1% | |
| 0.5 | 148 | 0.1% | |
| 0.375 | 1003 | 1.0% |
BMI
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 16.6% |
| Missing (n) | 16645 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2642408974 |
|---|---|
| Minimum | 0 |
| Maximum | 0.925 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.2 |
| Median | 0.275 |
| Q3 | 0.325 |
| 95-th percentile | 0.4 |
| Maximum | 0.925 |
| Range | 0.925 |
| Interquartile range | 0.125 |
Descriptive statistics
| Standard deviation | 0.0913669734 |
|---|---|
| Coef of variation | 0.3457715074 |
| Kurtosis | -0.1452566322 |
| Mean | 0.2642408974 |
| MAD | 0.07324587979 |
| Skewness | -0.1182419034 |
| Sum | 22025.8 |
| Variance | 0.008347923828 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0.275 | 9607 | 9.6% | |
| 0.25 | 9248 | 9.2% | |
| 0.3 | 8307 | 8.3% | |
| 0.225 | 7817 | 7.8% | |
| 0.325 | 7372 | 7.4% | |
| 0.35 | 6501 | 6.5% | |
| 0.2 | 6184 | 6.2% | |
| 0.175 | 4769 | 4.8% | |
| 0.375 | 4557 | 4.6% | |
| 0.15 | 3629 | 3.6% | |
| Other values (22) | 15364 | 15.4% | |
| (Missing) | 16645 | 16.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 63 | 0.1% | |
| 0.025 | 371 | 0.4% | |
| 0.05 | 924 | 0.9% | |
| 0.075 | 1125 | 1.1% | |
| 0.1 | 2347 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.925 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% | |
| 0.75 | 2 | < 0.1% | |
| 0.7 | 2 | < 0.1% | |
| 0.675 | 3 | < 0.1% |
C_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 79.9% |
| Missing (n) | 79871 |
| N | |
|---|---|
| Y | 392 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 19737 | 19.7% | |
| Y | 392 | 0.4% | |
| (Missing) | 79871 | 79.9% |
CHANNEL_A_POL_CNT
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.62773 |
|---|---|
| Minimum | 0 |
| Maximum | 97 |
| Zeros (%) | 55.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 3.36579832 |
|---|---|
| Coef of variation | 2.067786623 |
| Kurtosis | 66.62055613 |
| Mean | 1.62773 |
| MAD | 1.981624548 |
| Skewness | 5.727391915 |
| Sum | 162773 |
| Variance | 11.32859833 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 55427 | 55.4% | |
| 1 | 14116 | 14.1% | |
| 2 | 9664 | 9.7% | |
| 3 | 6174 | 6.2% | |
| 4 | 4089 | 4.1% | |
| 5 | 2560 | 2.6% | |
| 6 | 1929 | 1.9% | |
| 7 | 1345 | 1.3% | |
| 8 | 1010 | 1.0% | |
| 9 | 740 | 0.7% | |
| Other values (55) | 2946 | 2.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 55427 | 55.4% | |
| 1 | 14116 | 14.1% | |
| 2 | 9664 | 9.7% | |
| 3 | 6174 | 6.2% | |
| 4 | 4089 | 4.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 97 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% | |
| 82 | 2 | < 0.1% | |
| 69 | 1 | < 0.1% |
CHANNEL_B_POL_CNT
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.03108 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros (%) | 97.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2623256025 |
|---|---|
| Coef of variation | 8.440334702 |
| Kurtosis | 464.7360887 |
| Mean | 0.03108 |
| MAD | 0.060863964 |
| Skewness | 15.69711961 |
| Sum | 3108 |
| Variance | 0.06881472175 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 97915 | 97.9% | |
| 1 | 1480 | 1.5% | |
| 2 | 382 | 0.4% | |
| 3 | 128 | 0.1% | |
| 4 | 55 | 0.1% | |
| 5 | 18 | < 0.1% | |
| 6 | 11 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| Other values (3) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 97915 | 97.9% | |
| 1 | 1480 | 1.5% | |
| 2 | 382 | 0.4% | |
| 3 | 128 | 0.1% | |
| 4 | 55 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% |
CHARGE_CITY_CD
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| B1 | |
|---|---|
| A1 | |
| C2 | 8601 |
| Other values (5) |
| Value | Count | Frequency (%) | |
| B1 | 51618 | 51.6% | |
| A1 | 16513 | 16.5% | |
| C2 | 8601 | 8.6% | |
| A2 | 8431 | 8.4% | |
| B2 | 7574 | 7.6% | |
| C1 | 4820 | 4.8% | |
| D | 2209 | 2.2% | |
| E | 234 | 0.2% |
| Max length | 2 |
|---|---|
| Mean length | 1.97557 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CLC_CUR_NUM
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.55733 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 56.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.7401883206 |
|---|---|
| Coef of variation | 1.328097035 |
| Kurtosis | 3.293607064 |
| Mean | 0.55733 |
| MAD | 0.6262048414 |
| Skewness | 1.508170765 |
| Sum | 55733 |
| Variance | 0.5478787499 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 56179 | 56.2% | |
| 1 | 34397 | 34.4% | |
| 2 | 7445 | 7.4% | |
| 3 | 1582 | 1.6% | |
| 4 | 314 | 0.3% | |
| 5 | 61 | 0.1% | |
| 6 | 16 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 8 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 56179 | 56.2% | |
| 1 | 34397 | 34.4% | |
| 2 | 7445 | 7.4% | |
| 3 | 1582 | 1.6% | |
| 4 | 314 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 1 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 6 | 16 | < 0.1% | |
| 5 | 61 | 0.1% | |
| 4 | 314 | 0.3% |
CONTACT_CITY_CD
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| A1 | |
|---|---|
| B1 | |
| A2 | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| A1 | 27066 | 27.1% | |
| B1 | 18680 | 18.7% | |
| A2 | 14489 | 14.5% | |
| C2 | 14454 | 14.5% | |
| B2 | 13027 | 13.0% | |
| C1 | 7961 | 8.0% | |
| D | 3852 | 3.9% | |
| E | 471 | 0.5% |
| Max length | 2 |
|---|---|
| Mean length | 1.95677 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
CUS_ID
Numeric
| Distinct count | 100000 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1267298.926 |
|---|---|
| Minimum | 12 |
| Maximum | 2551470 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 125684.7 |
| Q1 | 627539.75 |
| Median | 1261358 |
| Q3 | 1903561.25 |
| 95-th percentile | 2424693.1 |
| Maximum | 2551470 |
| Range | 2551458 |
| Interquartile range | 1276021.5 |
Descriptive statistics
| Standard deviation | 738253.4022 |
|---|---|
| Coef of variation | 0.5825408567 |
| Kurtosis | -1.20476731 |
| Mean | 1267298.926 |
| MAD | 639716.9706 |
| Skewness | 0.01703404551 |
| Sum | 1.267298926e+11 |
| Variance | 5.450180859e+11 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 1294227 | 1 | < 0.1% | |
| 1553123 | 1 | < 0.1% | |
| 2015949 | 1 | < 0.1% | |
| 580302 | 1 | < 0.1% | |
| 447183 | 1 | < 0.1% | |
| 797392 | 1 | < 0.1% | |
| 724524 | 1 | < 0.1% | |
| 1639641 | 1 | < 0.1% | |
| 406227 | 1 | < 0.1% | |
| 264916 | 1 | < 0.1% | |
| Other values (99990) | 99990 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 12 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 74 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2551470 | 1 | < 0.1% | |
| 2551449 | 1 | < 0.1% | |
| 2551407 | 1 | < 0.1% | |
| 2551400 | 1 | < 0.1% | |
| 2551398 | 1 | < 0.1% |
CUST_9_SEGMENTS_CD
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| C | |
|---|---|
| H | |
| F | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| C | 31303 | 31.3% | |
| H | 24023 | 24.0% | |
| F | 18323 | 18.3% | |
| G | 16160 | 16.2% | |
| E | 6241 | 6.2% | |
| B | 1805 | 1.8% | |
| D | 1502 | 1.5% | |
| A | 643 | 0.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
DIEACCIDENT_AMT
Numeric
| Distinct count | 44675 |
|---|---|
| Unique (%) | 44.7% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.004402396588 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3622524 |
| Zeros (%) | 13.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.000259875 |
| Median | 0.002436944 |
| Q3 | 0.00578676175 |
| 95-th percentile | 0.0156378115 |
| Maximum | 0.3622524 |
| Range | 0.3622524 |
| Interquartile range | 0.00552688675 |
Descriptive statistics
| Standard deviation | 0.007035128492 |
|---|---|
| Coef of variation | 1.59802243 |
| Kurtosis | 156.7791685 |
| Mean | 0.004402396588 |
| MAD | 0.004200058685 |
| Skewness | 7.093390651 |
| Sum | 318.9976568 |
| Variance | 4.949303289e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 13399 | 13.4% | |
| 0.002598753 | 740 | 0.7% | |
| 0.000259875 | 632 | 0.6% | |
| 0.000779626 | 596 | 0.6% | |
| 0.001299377 | 450 | 0.4% | |
| 0.001559252 | 356 | 0.4% | |
| 0.000519751 | 289 | 0.3% | |
| 0.005197507 | 265 | 0.3% | |
| 0.005743245 | 251 | 0.3% | |
| 0.003118504 | 224 | 0.2% | |
| Other values (44664) | 55258 | 55.3% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13399 | 13.4% | |
| 1.04e-08 | 1 | < 0.1% | |
| 1.3e-08 | 1 | < 0.1% | |
| 7.02e-08 | 1 | < 0.1% | |
| 3.12e-07 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3622524 | 1 | < 0.1% | |
| 0.2170778 | 1 | < 0.1% | |
| 0.1769855 | 1 | < 0.1% | |
| 0.1762318 | 1 | < 0.1% | |
| 0.1584455 | 1 | < 0.1% |
DIEBENEFIT_AMT
Highly correlated
This variable is highly correlated with DIEACCIDENT_AMT and should be ignored for analysis
| Correlation | 0.9402088548 |
|---|
DISEASES_HOSPITAL_REC_AMT
Highly correlated
This variable is highly correlated with ACCIDENT_HOSPITAL_REC_AMT and should be ignored for analysis
| Correlation | 0.9462433008 |
|---|
EDUCATION_CD
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.6% |
| Missing (n) | 20562 |
| 3 | |
|---|---|
| 1 | |
| 2 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 3 | 30586 | 30.6% | |
| 1 | 24873 | 24.9% | |
| 2 | 20120 | 20.1% | |
| 4 | 3859 | 3.9% | |
| (Missing) | 20562 | 20.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
EXPIRATION_AMT
Numeric
| Distinct count | 299 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0003208913359 |
|---|---|
| Minimum | 0 |
| Maximum | 0.2875879 |
| Zeros (%) | 71.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.2875879 |
| Range | 0.2875879 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.003795351796 |
|---|---|
| Coef of variation | 11.82752967 |
| Kurtosis | 1498.404741 |
| Mean | 0.0003208913359 |
| MAD | 0.0006315249474 |
| Skewness | 29.86835614 |
| Sum | 23.2517862 |
| Variance | 1.440469526e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 71299 | 71.3% | |
| 0.02044154 | 207 | 0.2% | |
| 0.01226492 | 205 | 0.2% | |
| 0.008176615 | 125 | 0.1% | |
| 0.004088307 | 67 | 0.1% | |
| 0.04088307 | 40 | < 0.1% | |
| 0.02861815 | 31 | < 0.1% | |
| 0.02452984 | 27 | < 0.1% | |
| 0.012264922 | 17 | < 0.1% | |
| 0.01430908 | 17 | < 0.1% | |
| Other values (288) | 425 | 0.4% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 71299 | 71.3% | |
| 4.09e-05 | 1 | < 0.1% | |
| 8.18e-05 | 1 | < 0.1% | |
| 0.000159444 | 1 | < 0.1% | |
| 0.000183974 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.2875879 | 1 | < 0.1% | |
| 0.2796402 | 1 | < 0.1% | |
| 0.2044154 | 2 | < 0.1% | |
| 0.186426819 | 1 | < 0.1% | |
| 0.1760793 | 1 | < 0.1% |
FINANCETOOLS_A
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| Y | |
|---|---|
| N | 10903 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 26456 | 26.5% | |
| N | 10903 | 10.9% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_B
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 3533 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 33826 | 33.8% | |
| Y | 3533 | 3.5% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_C
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 12522 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 24837 | 24.8% | |
| Y | 12522 | 12.5% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_D
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 3051 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 34308 | 34.3% | |
| Y | 3051 | 3.1% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_E
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 245 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 37114 | 37.1% | |
| Y | 245 | 0.2% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_F
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 1198 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 36161 | 36.2% | |
| Y | 1198 | 1.2% | |
| (Missing) | 62641 | 62.6% |
FINANCETOOLS_G
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 62.6% |
| Missing (n) | 62641 |
| N | |
|---|---|
| Y | 3258 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 34101 | 34.1% | |
| Y | 3258 | 3.3% | |
| (Missing) | 62641 | 62.6% |
FIRST_CANCER_AMT
Numeric
| Distinct count | 404 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01428443564 |
|---|---|
| Minimum | 0 |
| Maximum | 0.7345912 |
| Zeros (%) | 43.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.01886792 |
| 95-th percentile | 0.06289308 |
| Maximum | 0.7345912 |
| Range | 0.7345912 |
| Interquartile range | 0.01886792 |
Descriptive statistics
| Standard deviation | 0.0334391356 |
|---|---|
| Coef of variation | 2.340949019 |
| Kurtosis | 49.52983144 |
| Mean | 0.01428443564 |
| MAD | 0.01835582115 |
| Skewness | 5.600914189 |
| Sum | 1035.050207 |
| Variance | 0.00111817579 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 43869 | 43.9% | |
| 0.01886792 | 7628 | 7.6% | |
| 0.009433962 | 7505 | 7.5% | |
| 0.03773585 | 3383 | 3.4% | |
| 0.06289308 | 1232 | 1.2% | |
| 0.03144654 | 935 | 0.9% | |
| 0.02830189 | 927 | 0.9% | |
| 0.05660377 | 743 | 0.7% | |
| 0.02515723 | 693 | 0.7% | |
| 0.1257862 | 663 | 0.7% | |
| Other values (393) | 4882 | 4.9% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 43869 | 43.9% | |
| 0.001528553 | 1 | < 0.1% | |
| 0.002325283 | 1 | < 0.1% | |
| 0.00274717 | 1 | < 0.1% | |
| 0.002992453 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.7345912 | 1 | < 0.1% | |
| 0.6918239 | 1 | < 0.1% | |
| 0.6792453 | 1 | < 0.1% | |
| 0.6383648 | 1 | < 0.1% | |
| 0.6289308 | 5 | < 0.1% |
GENDER
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.7% |
| Missing (n) | 683 |
| F | |
|---|---|
| M | |
| (Missing) | 683 |
| Value | Count | Frequency (%) | |
| F | 52944 | 52.9% | |
| M | 46373 | 46.4% | |
| (Missing) | 683 | 0.7% |
| Max length | 3 |
|---|---|
| Mean length | 1.01366 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
IF_2ND_GEN_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 54315 | 54.3% | |
| N | 45685 | 45.7% |
IF_ADD_F_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 11380 |
| Value | Count | Frequency (%) | |
| N | 88620 | 88.6% | |
| Y | 11380 | 11.4% |
IF_ADD_G_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 596 |
| Value | Count | Frequency (%) | |
| N | 99404 | 99.4% | |
| Y | 596 | 0.6% |
IF_ADD_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 75242 | 75.2% | |
| Y | 24758 | 24.8% |
IF_ADD_INSD_F_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 51.8% |
| Missing (n) | 51848 |
| Y | |
|---|---|
| N | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 24196 | 24.2% | |
| N | 23956 | 24.0% | |
| (Missing) | 51848 | 51.8% |
IF_ADD_INSD_G_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 51.8% |
| Missing (n) | 51848 |
| N | |
|---|---|
| Y | 734 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 47418 | 47.4% | |
| Y | 734 | 0.7% | |
| (Missing) | 51848 | 51.8% |
IF_ADD_INSD_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.2% |
| Missing (n) | 171 |
| N | |
|---|---|
| Y | |
| (Missing) | 171 |
| Value | Count | Frequency (%) | |
| N | 51853 | 51.9% | |
| Y | 47976 | 48.0% | |
| (Missing) | 171 | 0.2% |
IF_ADD_INSD_L_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 51.8% |
| Missing (n) | 51848 |
| Y | |
|---|---|
| N | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 36432 | 36.4% | |
| N | 11720 | 11.7% | |
| (Missing) | 51848 | 51.8% |
IF_ADD_INSD_Q_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 51.8% |
| Missing (n) | 51848 |
| Y | |
|---|---|
| N | |
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 37145 | 37.1% | |
| N | 11007 | 11.0% | |
| (Missing) | 51848 | 51.8% |
IF_ADD_INSD_R_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 51.8% |
| Missing (n) | 51848 |
| N | |
|---|---|
| Y | |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 30864 | 30.9% | |
| Y | 17288 | 17.3% | |
| (Missing) | 51848 | 51.8% |
IF_ADD_L_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 81537 | 81.5% | |
| Y | 18463 | 18.5% |
IF_ADD_Q_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 81054 | 81.1% | |
| Y | 18946 | 18.9% |
IF_ADD_R_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 14625 |
| Value | Count | Frequency (%) | |
| N | 85375 | 85.4% | |
| Y | 14625 | 14.6% |
IF_HOUSEHOLD_CLAIM_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 51454 | 51.5% | |
| N | 48546 | 48.5% |
IF_ISSUE_A_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 1877 |
| Value | Count | Frequency (%) | |
| N | 98123 | 98.1% | |
| Y | 1877 | 1.9% |
IF_ISSUE_B_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 979 |
| Value | Count | Frequency (%) | |
| N | 99021 | 99.0% | |
| Y | 979 | 1.0% |
IF_ISSUE_C_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 3589 |
| Value | Count | Frequency (%) | |
| N | 96411 | 96.4% | |
| Y | 3589 | 3.6% |
IF_ISSUE_D_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 7180 |
| Value | Count | Frequency (%) | |
| N | 92820 | 92.8% | |
| Y | 7180 | 7.2% |
IF_ISSUE_E_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 138 |
| Value | Count | Frequency (%) | |
| N | 99862 | 99.9% | |
| Y | 138 | 0.1% |
IF_ISSUE_F_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2899 |
| Value | Count | Frequency (%) | |
| N | 97101 | 97.1% | |
| Y | 2899 | 2.9% |
IF_ISSUE_G_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2675 |
| Value | Count | Frequency (%) | |
| N | 97325 | 97.3% | |
| Y | 2675 | 2.7% |
IF_ISSUE_H_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 34 |
| Value | Count | Frequency (%) | |
| N | 99966 | > 99.9% | |
| Y | 34 | < 0.1% |
IF_ISSUE_I_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 5627 |
| Value | Count | Frequency (%) | |
| N | 94373 | 94.4% | |
| Y | 5627 | 5.6% |
IF_ISSUE_INSD_A_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 2370 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 77547 | 77.5% | |
| Y | 2370 | 2.4% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_B_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 1968 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 77949 | 77.9% | |
| Y | 1968 | 2.0% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_C_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 6620 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 73297 | 73.3% | |
| Y | 6620 | 6.6% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_D_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 12164 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 67753 | 67.8% | |
| Y | 12164 | 12.2% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_E_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 160 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 79757 | 79.8% | |
| Y | 160 | 0.2% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_F_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 4450 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 75467 | 75.5% | |
| Y | 4450 | 4.5% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_G_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 3839 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 76078 | 76.1% | |
| Y | 3839 | 3.8% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_H_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 34 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 79883 | 79.9% | |
| Y | 34 | < 0.1% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_I_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 9110 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 70807 | 70.8% | |
| Y | 9110 | 9.1% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_J_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 59422 | 59.4% | |
| Y | 20495 | 20.5% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_K_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 532 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 79385 | 79.4% | |
| Y | 532 | 0.5% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_L_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 771 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 79146 | 79.1% | |
| Y | 771 | 0.8% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_M_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 165 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 79752 | 79.8% | |
| Y | 165 | 0.2% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_N_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 55664 | 55.7% | |
| Y | 24253 | 24.3% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_O_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | 1505 |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 78412 | 78.4% | |
| Y | 1505 | 1.5% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_P_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 52368 | 52.4% | |
| Y | 27549 | 27.5% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_INSD_Q_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.1% |
| Missing (n) | 20083 |
| N | |
|---|---|
| Y | |
| (Missing) |
| Value | Count | Frequency (%) | |
| N | 44690 | 44.7% | |
| Y | 35227 | 35.2% | |
| (Missing) | 20083 | 20.1% |
IF_ISSUE_J_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 10970 |
| Value | Count | Frequency (%) | |
| N | 89030 | 89.0% | |
| Y | 10970 | 11.0% |
IF_ISSUE_K_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 255 |
| Value | Count | Frequency (%) | |
| N | 99745 | 99.7% | |
| Y | 255 | 0.3% |
IF_ISSUE_L_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 534 |
| Value | Count | Frequency (%) | |
| N | 99466 | 99.5% | |
| Y | 534 | 0.5% |
IF_ISSUE_M_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 100 |
| Value | Count | Frequency (%) | |
| N | 99900 | 99.9% | |
| Y | 100 | 0.1% |
IF_ISSUE_N_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 15122 |
| Value | Count | Frequency (%) | |
| N | 84878 | 84.9% | |
| Y | 15122 | 15.1% |
IF_ISSUE_O_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 1165 |
| Value | Count | Frequency (%) | |
| N | 98835 | 98.8% | |
| Y | 1165 | 1.2% |
IF_ISSUE_P_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 15022 |
| Value | Count | Frequency (%) | |
| N | 84978 | 85.0% | |
| Y | 15022 | 15.0% |
IF_ISSUE_Q_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 81592 | 81.6% | |
| Y | 18408 | 18.4% |
IF_S_REAL_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 68627 | 68.6% | |
| Y | 31373 | 31.4% |
IF_Y_REAL_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 82112 | 82.1% | |
| Y | 17888 | 17.9% |
ILL_ACCELERATION_AMT
Numeric
| Distinct count | 1005 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.004283638124 |
|---|---|
| Minimum | 0 |
| Maximum | 0.666666667 |
| Zeros (%) | 62.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.03333333 |
| Maximum | 0.666666667 |
| Range | 0.666666667 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.01416270902 |
|---|---|
| Coef of variation | 3.306233769 |
| Kurtosis | 119.6619083 |
| Mean | 0.004283638124 |
| MAD | 0.007459843865 |
| Skewness | 6.37611045 |
| Sum | 310.3924184 |
| Variance | 0.0002005823267 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 62890 | 62.9% | |
| 0.03333333 | 1043 | 1.0% | |
| 0.02564103 | 1041 | 1.0% | |
| 0.06666667 | 802 | 0.8% | |
| 0.02 | 796 | 0.8% | |
| 0.05128205 | 631 | 0.6% | |
| 0.01538462 | 628 | 0.6% | |
| 0.01333333 | 351 | 0.4% | |
| 0.03076923 | 311 | 0.3% | |
| 0.006666667 | 266 | 0.3% | |
| Other values (994) | 3701 | 3.7% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 62890 | 62.9% | |
| 6.45e-05 | 1 | < 0.1% | |
| 8.55e-05 | 1 | < 0.1% | |
| 0.000132733 | 1 | < 0.1% | |
| 0.000136718 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.666666667 | 1 | < 0.1% | |
| 0.5128205 | 1 | < 0.1% | |
| 0.3333333 | 1 | < 0.1% | |
| 0.3 | 1 | < 0.1% | |
| 0.2564103 | 3 | < 0.1% |
ILL_ADDITIONAL_AMT
Numeric
| Distinct count | 411 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.002228688201 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3 |
| Zeros (%) | 65.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.015 |
| Maximum | 0.3 |
| Range | 0.3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.009713614096 |
|---|---|
| Coef of variation | 4.358444618 |
| Kurtosis | 81.36133107 |
| Mean | 0.002228688201 |
| MAD | 0.004029373464 |
| Skewness | 7.003126044 |
| Sum | 161.490747 |
| Variance | 9.43542988e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 65383 | 65.4% | |
| 0.005 | 2161 | 2.2% | |
| 0.05 | 1213 | 1.2% | |
| 0.025 | 1138 | 1.1% | |
| 0.015 | 928 | 0.9% | |
| 0.01 | 434 | 0.4% | |
| 0.03 | 240 | 0.2% | |
| 0.1 | 124 | 0.1% | |
| 0.02 | 63 | 0.1% | |
| 0.035 | 56 | 0.1% | |
| Other values (400) | 720 | 0.7% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 65383 | 65.4% | |
| 2.49e-05 | 1 | < 0.1% | |
| 4.18e-05 | 1 | < 0.1% | |
| 0.00010575 | 1 | < 0.1% | |
| 0.00010775 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3 | 2 | < 0.1% | |
| 0.25 | 2 | < 0.1% | |
| 0.2 | 1 | < 0.1% | |
| 0.195 | 1 | < 0.1% | |
| 0.175 | 1 | < 0.1% |
IM_CNT
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.38378 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 71.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.6920243497 |
|---|---|
| Coef of variation | 1.803179816 |
| Kurtosis | 3.189590338 |
| Mean | 0.38378 |
| MAD | 0.550954568 |
| Skewness | 1.884150926 |
| Sum | 38378 |
| Variance | 0.4788977006 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 71780 | 71.8% | |
| 1 | 19964 | 20.0% | |
| 2 | 6414 | 6.4% | |
| 3 | 1782 | 1.8% | |
| 4 | 60 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 71780 | 71.8% | |
| 1 | 19964 | 20.0% | |
| 2 | 6414 | 6.4% | |
| 3 | 1782 | 1.8% | |
| 4 | 60 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 60 | 0.1% | |
| 3 | 1782 | 1.8% | |
| 2 | 6414 | 6.4% | |
| 1 | 19964 | 20.0% | |
| 0 | 71780 | 71.8% |
IM_IS_A_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 634 |
| Value | Count | Frequency (%) | |
| N | 99366 | 99.4% | |
| Y | 634 | 0.6% |
IM_IS_B_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 12481 |
| Value | Count | Frequency (%) | |
| N | 87519 | 87.5% | |
| Y | 12481 | 12.5% |
IM_IS_C_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 7316 |
| Value | Count | Frequency (%) | |
| N | 92684 | 92.7% | |
| Y | 7316 | 7.3% |
IM_IS_D_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 82053 | 82.1% | |
| Y | 17947 | 17.9% |
INPATIENT_SURGERY_AMT
Numeric
| Distinct count | 462 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05882138621 |
|---|---|
| Minimum | 0 |
| Maximum | 0.8242424 |
| Zeros (%) | 31.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.03030303 |
| Q3 | 0.1030303 |
| 95-th percentile | 0.2424242 |
| Maximum | 0.8242424 |
| Range | 0.8242424 |
| Interquartile range | 0.1030303 |
Descriptive statistics
| Standard deviation | 0.07827785177 |
|---|---|
| Coef of variation | 1.330771966 |
| Kurtosis | 4.952224379 |
| Mean | 0.05882138621 |
| MAD | 0.06025201733 |
| Skewness | 1.908485945 |
| Sum | 4262.197645 |
| Variance | 0.006127422077 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 31509 | 31.5% | |
| 0.03030303 | 8804 | 8.8% | |
| 0.1030303 | 8529 | 8.5% | |
| 0.1333333 | 2984 | 3.0% | |
| 0.07272727 | 2457 | 2.5% | |
| 0.06060606 | 1877 | 1.9% | |
| 0.2424242 | 1737 | 1.7% | |
| 0.1212121 | 1293 | 1.3% | |
| 0.01515152 | 696 | 0.7% | |
| 0.04545455 | 601 | 0.6% | |
| Other values (451) | 11973 | 12.0% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 31509 | 31.5% | |
| 0.003030303 | 2 | < 0.1% | |
| 0.006060606 | 4 | < 0.1% | |
| 0.009090909 | 14 | < 0.1% | |
| 0.01212121 | 26 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8242424 | 1 | < 0.1% | |
| 0.7878788 | 1 | < 0.1% | |
| 0.7515152 | 1 | < 0.1% | |
| 0.7272727 | 2 | < 0.1% | |
| 0.7212121 | 1 | < 0.1% |
INSD_1ST_AGE
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.2% |
| Missing (n) | 171 |
| 中 | |
|---|---|
| 低 | |
| 高 |
| Value | Count | Frequency (%) | |
| 中 | 25698 | 25.7% | |
| 低 | 25170 | 25.2% | |
| 高 | 24974 | 25.0% | |
| 中高 | 23987 | 24.0% | |
| (Missing) | 171 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 1.24329 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
INSD_CNT
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.28362 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros (%) | 83.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.7472384353 |
|---|---|
| Coef of variation | 2.634646482 |
| Kurtosis | 14.01051193 |
| Mean | 0.28362 |
| MAD | 0.4756761192 |
| Skewness | 3.181873454 |
| Sum | 28362 |
| Variance | 0.5583652793 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 83858 | 83.9% | |
| 1 | 8091 | 8.1% | |
| 2 | 4907 | 4.9% | |
| 3 | 2301 | 2.3% | |
| 4 | 706 | 0.7% | |
| 5 | 114 | 0.1% | |
| 6 | 20 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 83858 | 83.9% | |
| 1 | 8091 | 8.1% | |
| 2 | 4907 | 4.9% | |
| 3 | 2301 | 2.3% | |
| 4 | 706 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 6 | 20 | < 0.1% | |
| 5 | 114 | 0.1% |
INSD_LAST_YEARDIF_CNT
Numeric
| Distinct count | 59 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.2% |
| Missing (n) | 171 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1724875816 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 6.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05263158 |
| Median | 0.1578947 |
| Q3 | 0.2368421 |
| 95-th percentile | 0.4736842 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.18421052 |
Descriptive statistics
| Standard deviation | 0.1411532192 |
|---|---|
| Coef of variation | 0.8183384441 |
| Kurtosis | 1.180349019 |
| Mean | 0.1724875816 |
| MAD | 0.1097437332 |
| Skewness | 1.154539231 |
| Sum | 17219.26279 |
| Variance | 0.01992423128 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0.02631579 | 10370 | 10.4% | |
| 0.05263158 | 9367 | 9.4% | |
| 0.1842105 | 8409 | 8.4% | |
| 0.07894737 | 8212 | 8.2% | |
| 0.1052632 | 7156 | 7.2% | |
| 0.1578947 | 6612 | 6.6% | |
| 0.1315789 | 6384 | 6.4% | |
| 0 | 6261 | 6.3% | |
| 0.2105263 | 5952 | 6.0% | |
| 0.2631579 | 5184 | 5.2% | |
| Other values (48) | 25922 | 25.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6261 | 6.3% | |
| 0.026315789 | 427 | 0.4% | |
| 0.02631579 | 10370 | 10.4% | |
| 0.052631579 | 327 | 0.3% | |
| 0.05263158 | 9367 | 9.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 0.9210526 | 3 | < 0.1% | |
| 0.8947368 | 4 | < 0.1% | |
| 0.8684211 | 4 | < 0.1% | |
| 0.8421053 | 8 | < 0.1% |
L1YR_A_ISSUE_CNT
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11817 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros (%) | 93.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5617552908 |
|---|---|
| Coef of variation | 4.753789378 |
| Kurtosis | 110.3817919 |
| Mean | 0.11817 |
| MAD | 0.220954266 |
| Skewness | 8.035825448 |
| Sum | 11817 |
| Variance | 0.3155690068 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 93490 | 93.5% | |
| 1 | 3639 | 3.6% | |
| 2 | 1603 | 1.6% | |
| 3 | 695 | 0.7% | |
| 4 | 332 | 0.3% | |
| 5 | 114 | 0.1% | |
| 6 | 52 | 0.1% | |
| 7 | 23 | < 0.1% | |
| 8 | 18 | < 0.1% | |
| 9 | 15 | < 0.1% | |
| Other values (7) | 19 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 93490 | 93.5% | |
| 1 | 3639 | 3.6% | |
| 2 | 1603 | 1.6% | |
| 3 | 695 | 0.7% | |
| 4 | 332 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% |
L1YR_B_ISSUE_CNT
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.00333 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 99.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.06244157341 |
|---|---|
| Coef of variation | 18.75122325 |
| Kurtosis | 636.3061052 |
| Mean | 0.00333 |
| MAD | 0.0066394206 |
| Skewness | 22.14429664 |
| Sum | 333 |
| Variance | 0.00389895009 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 99691 | 99.7% | |
| 1 | 289 | 0.3% | |
| 2 | 17 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 99691 | 99.7% | |
| 1 | 289 | 0.3% | |
| 2 | 17 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 2 | 17 | < 0.1% | |
| 1 | 289 | 0.3% | |
| 0 | 99691 | 99.7% |
L1YR_C_CNT
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 87.9% |
| Missing (n) | 87936 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.994446286 |
|---|---|
| Minimum | 1 |
| Maximum | 41 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 41 |
| Range | 40 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.409647702 |
|---|---|
| Coef of variation | 1.20817879 |
| Kurtosis | 32.47536477 |
| Mean | 1.994446286 |
| MAD | 1.28476789 |
| Skewness | 4.641467467 |
| Sum | 24061 |
| Variance | 5.806402048 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 1 | 7793 | 7.8% | |
| 2 | 2282 | 2.3% | |
| 3 | 780 | 0.8% | |
| 4 | 338 | 0.3% | |
| 5 | 179 | 0.2% | |
| 12 | 143 | 0.1% | |
| 6 | 106 | 0.1% | |
| 7 | 86 | 0.1% | |
| 11 | 81 | 0.1% | |
| 8 | 65 | 0.1% | |
| Other values (21) | 211 | 0.2% | |
| (Missing) | 87936 | 87.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7793 | 7.8% | |
| 2 | 2282 | 2.3% | |
| 3 | 780 | 0.8% | |
| 4 | 338 | 0.3% | |
| 5 | 179 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% |
L1YR_GROSS_PRE_AMT
Numeric
| Distinct count | 28818 |
|---|---|
| Unique (%) | 28.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0005254029458 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3278146 |
| Zeros (%) | 61.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.00026496225 |
| 95-th percentile | 0.00185862665 |
| Maximum | 0.3278146 |
| Range | 0.3278146 |
| Interquartile range | 0.00026496225 |
Descriptive statistics
| Standard deviation | 0.003117255596 |
|---|---|
| Coef of variation | 5.933075977 |
| Kurtosis | 1988.660293 |
| Mean | 0.0005254029458 |
| MAD | 0.0007758668151 |
| Skewness | 31.75482256 |
| Sum | 52.54029458 |
| Variance | 9.717282448e-06 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 60988 | 61.0% | |
| 0.00031051 | 72 | 0.1% | |
| 0.000140213 | 63 | 0.1% | |
| 0.000284635 | 45 | < 0.1% | |
| 0.008625289 | 41 | < 0.1% | |
| 0.000140127 | 39 | < 0.1% | |
| 2.55e-05 | 35 | < 0.1% | |
| 0.000103504 | 33 | < 0.1% | |
| 2.13e-05 | 32 | < 0.1% | |
| 0.000528903 | 32 | < 0.1% | |
| Other values (28808) | 38620 | 38.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 60988 | 61.0% | |
| 2.5e-07 | 1 | < 0.1% | |
| 1.07e-06 | 2 | < 0.1% | |
| 1.08e-06 | 1 | < 0.1% | |
| 1.2e-06 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3278146 | 1 | < 0.1% | |
| 0.2125369 | 1 | < 0.1% | |
| 0.1901671 | 1 | < 0.1% | |
| 0.1380289 | 1 | < 0.1% | |
| 0.1341176 | 1 | < 0.1% |
L1YR_LAPSE_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 8977 |
| Value | Count | Frequency (%) | |
| N | 91023 | 91.0% | |
| Y | 8977 | 9.0% |
L1YR_PAYMENT_REMINDER_IND
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 3528 |
| Value | Count | Frequency (%) | |
| N | 96472 | 96.5% | |
| Y | 3528 | 3.5% |
LAST_A_CCONTACT_DT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 64595 | 64.6% | |
| Y | 35405 | 35.4% |
LAST_A_ISSUE_DT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 11369 |
| Value | Count | Frequency (%) | |
| N | 88631 | 88.6% | |
| Y | 11369 | 11.4% |
LAST_B_CONTACT_DT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 80812 | 80.8% | |
| Y | 19188 | 19.2% |
LAST_B_ISSUE_DT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 547 |
| Value | Count | Frequency (%) | |
| N | 99453 | 99.5% | |
| Y | 547 | 0.5% |
LAST_C_DT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 82299 | 82.3% | |
| Y | 17701 | 17.7% |
LEVEL
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43305 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.55791516 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.690771391 |
|---|---|
| Coef of variation | 0.4752140833 |
| Kurtosis | -1.396898587 |
| Mean | 3.55791516 |
| MAD | 1.546731505 |
| Skewness | -0.5935096706 |
| Sum | 201716 |
| Variance | 2.858707898 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 5 | 28415 | 28.4% | |
| 1 | 13940 | 13.9% | |
| 4 | 6490 | 6.5% | |
| 3 | 4041 | 4.0% | |
| 2 | 3809 | 3.8% | |
| (Missing) | 43305 | 43.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 13940 | 13.9% | |
| 2 | 3809 | 3.8% | |
| 3 | 4041 | 4.0% | |
| 4 | 6490 | 6.5% | |
| 5 | 28415 | 28.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 28415 | 28.4% | |
| 4 | 6490 | 6.5% | |
| 3 | 4041 | 4.0% | |
| 2 | 3809 | 3.8% | |
| 1 | 13940 | 13.9% |
LIFE_CNT
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 低 | |
|---|---|
| 中 | |
| 高 |
| Value | Count | Frequency (%) | |
| 低 | 55451 | 55.5% | |
| 中 | 27078 | 27.1% | |
| 高 | 17471 | 17.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
LIFE_INSD_CNT
Numeric
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.031473125 |
|---|---|
| Minimum | 0 |
| Maximum | 0.921875 |
| Zeros (%) | 20.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.015625 |
| Median | 0.015625 |
| Q3 | 0.046875 |
| 95-th percentile | 0.09375 |
| Maximum | 0.921875 |
| Range | 0.921875 |
| Interquartile range | 0.03125 |
Descriptive statistics
| Standard deviation | 0.03426938386 |
|---|---|
| Coef of variation | 1.088845924 |
| Kurtosis | 31.6062052 |
| Mean | 0.031473125 |
| MAD | 0.02274639942 |
| Skewness | 3.516670731 |
| Sum | 3147.3125 |
| Variance | 0.00117439067 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0.015625 | 31604 | 31.6% | |
| 0 | 20083 | 20.1% | |
| 0.03125 | 19635 | 19.6% | |
| 0.046875 | 12396 | 12.4% | |
| 0.0625 | 6773 | 6.8% | |
| 0.078125 | 3671 | 3.7% | |
| 0.09375 | 2110 | 2.1% | |
| 0.109375 | 1317 | 1.3% | |
| 0.125 | 774 | 0.8% | |
| 0.140625 | 470 | 0.5% | |
| Other values (32) | 1167 | 1.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20083 | 20.1% | |
| 0.015625 | 31604 | 31.6% | |
| 0.03125 | 19635 | 19.6% | |
| 0.046875 | 12396 | 12.4% | |
| 0.0625 | 6773 | 6.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.921875 | 1 | < 0.1% | |
| 0.875 | 1 | < 0.1% | |
| 0.734375 | 1 | < 0.1% | |
| 0.6875 | 1 | < 0.1% | |
| 0.625 | 2 | < 0.1% |
LONG_TERM_CARE_AMT
Numeric
| Distinct count | 203 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.002393513565 |
|---|---|
| Minimum | 0 |
| Maximum | 0.8095238 |
| Zeros (%) | 70.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.8095238 |
| Range | 0.8095238 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.02030456319 |
|---|---|
| Coef of variation | 8.483161946 |
| Kurtosis | 264.1128643 |
| Mean | 0.002393513565 |
| MAD | 0.004676948181 |
| Skewness | 13.2260828 |
| Sum | 173.4339929 |
| Variance | 0.0004122752864 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 70778 | 70.8% | |
| 0.07142857 | 349 | 0.3% | |
| 0.1428571 | 323 | 0.3% | |
| 0.01190476 | 185 | 0.2% | |
| 0.1190476 | 126 | 0.1% | |
| 0.2142857 | 88 | 0.1% | |
| 0.05952381 | 87 | 0.1% | |
| 0.03571429 | 58 | 0.1% | |
| 0.1071429 | 41 | < 0.1% | |
| 0.1785714 | 36 | < 0.1% | |
| Other values (192) | 389 | 0.4% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 70778 | 70.8% | |
| 1.43e-05 | 1 | < 0.1% | |
| 4e-05 | 1 | < 0.1% | |
| 0.00020131 | 1 | < 0.1% | |
| 0.000249405 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8095238 | 1 | < 0.1% | |
| 0.7142857 | 2 | < 0.1% | |
| 0.702381 | 1 | < 0.1% | |
| 0.6428571 | 3 | < 0.1% | |
| 0.595238095 | 1 | < 0.1% |
MARRIAGE_CD
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 8.0% |
| Missing (n) | 7951 |
| 0 | |
|---|---|
| 1 | |
| 2 | 1100 |
| (Missing) | 7951 |
| Value | Count | Frequency (%) | |
| 0 | 64127 | 64.1% | |
| 1 | 26822 | 26.8% | |
| 2 | 1100 | 1.1% | |
| (Missing) | 7951 | 8.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
MONTHLY_CARE_AMT
Numeric
| Distinct count | 321 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01891170087 |
|---|---|
| Minimum | 0 |
| Maximum | 0.8591065 |
| Zeros (%) | 52.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.0257732 |
| 95-th percentile | 0.09063574 |
| Maximum | 0.8591065 |
| Range | 0.8591065 |
| Interquartile range | 0.0257732 |
Descriptive statistics
| Standard deviation | 0.04082143403 |
|---|---|
| Coef of variation | 2.158527903 |
| Kurtosis | 24.76350908 |
| Mean | 0.01891170087 |
| MAD | 0.02769649345 |
| Skewness | 3.724041261 |
| Sum | 1370.341845 |
| Variance | 0.001666389476 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 52365 | 52.4% | |
| 0.04725086 | 3484 | 3.5% | |
| 0.0524055 | 3047 | 3.0% | |
| 0.08591065 | 2701 | 2.7% | |
| 0.04510309 | 1458 | 1.5% | |
| 0.1718213 | 1368 | 1.4% | |
| 0.05283505 | 833 | 0.8% | |
| 0.02620275 | 650 | 0.7% | |
| 0.09450172 | 636 | 0.6% | |
| 0.02362543 | 450 | 0.4% | |
| Other values (310) | 5468 | 5.5% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 52365 | 52.4% | |
| 0.003377749 | 1 | < 0.1% | |
| 0.004295533 | 86 | 0.1% | |
| 0.004725086 | 247 | 0.2% | |
| 0.005154639 | 388 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8591065 | 1 | < 0.1% | |
| 0.7302405 | 1 | < 0.1% | |
| 0.5902062 | 1 | < 0.1% | |
| 0.5747423 | 1 | < 0.1% | |
| 0.5274914 | 15 | < 0.1% |
OCCUPATION_CLASS_CD
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 4.0% |
| Missing (n) | 3960 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.304966681 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.7117691639 |
|---|---|
| Coef of variation | 0.5454309098 |
| Kurtosis | 8.573307133 |
| Mean | 1.304966681 |
| MAD | 0.4959935016 |
| Skewness | 2.639674309 |
| Sum | 125329 |
| Variance | 0.5066153427 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 1 | 74372 | 74.4% | |
| 2 | 14517 | 14.5% | |
| 3 | 3827 | 3.8% | |
| 4 | 2025 | 2.0% | |
| 0 | 871 | 0.9% | |
| 5 | 226 | 0.2% | |
| 6 | 202 | 0.2% | |
| (Missing) | 3960 | 4.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 871 | 0.9% | |
| 1 | 74372 | 74.4% | |
| 2 | 14517 | 14.5% | |
| 3 | 3827 | 3.8% | |
| 4 | 2025 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 202 | 0.2% | |
| 5 | 226 | 0.2% | |
| 4 | 2025 | 2.0% | |
| 3 | 3827 | 3.8% | |
| 2 | 14517 | 14.5% |
OUTPATIENT_SURGERY_AMT
Numeric
| Distinct count | 283 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.08992208609 |
|---|---|
| Minimum | 0 |
| Maximum | 0.952381 |
| Zeros (%) | 32.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.06349206 |
| Q3 | 0.142857143 |
| 95-th percentile | 0.2857143 |
| Maximum | 0.952381 |
| Range | 0.952381 |
| Interquartile range | 0.142857143 |
Descriptive statistics
| Standard deviation | 0.1017512516 |
|---|---|
| Coef of variation | 1.131549055 |
| Kurtosis | 0.403122979 |
| Mean | 0.08992208609 |
| MAD | 0.086900278 |
| Skewness | 0.9408834291 |
| Sum | 6515.754358 |
| Variance | 0.0103533172 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 32697 | 32.7% | |
| 0.1428571 | 7599 | 7.6% | |
| 0.2063492 | 5600 | 5.6% | |
| 0.07936508 | 5304 | 5.3% | |
| 0.06349206 | 3426 | 3.4% | |
| 0.2857143 | 2172 | 2.2% | |
| 0.2222222 | 2125 | 2.1% | |
| 0.1269841 | 1322 | 1.3% | |
| 0.1587302 | 1141 | 1.1% | |
| 0.3174603 | 951 | 1.0% | |
| Other values (272) | 10123 | 10.1% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 32697 | 32.7% | |
| 0.007936508 | 2 | < 0.1% | |
| 0.01587302 | 5 | < 0.1% | |
| 0.01904762 | 1 | < 0.1% | |
| 0.02380952 | 16 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.952381 | 1 | < 0.1% | |
| 0.7777778 | 1 | < 0.1% | |
| 0.7380952 | 1 | < 0.1% | |
| 0.7142857 | 1 | < 0.1% | |
| 0.6984127 | 1 | < 0.1% |
PAY_LIMIT_MED_MISC_AMT
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0944731576 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 53.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.3125 |
| 95-th percentile | 0.3125 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.3125 |
Descriptive statistics
| Standard deviation | 0.1669333617 |
|---|---|
| Coef of variation | 1.766992508 |
| Kurtosis | 1.942454521 |
| Mean | 0.0944731576 |
| MAD | 0.138179441 |
| Skewness | 1.622348676 |
| Sum | 6845.525 |
| Variance | 0.02786674723 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 52955 | 53.0% | |
| 0.3125 | 16280 | 16.3% | |
| 0.625 | 2531 | 2.5% | |
| 0.1875 | 281 | 0.3% | |
| 0.09375 | 138 | 0.1% | |
| 0.375 | 75 | 0.1% | |
| 0.9375 | 70 | 0.1% | |
| 0.046875 | 64 | 0.1% | |
| 0.28125 | 26 | < 0.1% | |
| 0.1125 | 12 | < 0.1% | |
| Other values (15) | 28 | < 0.1% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 52955 | 53.0% | |
| 0.0375 | 1 | < 0.1% | |
| 0.046875 | 64 | 0.1% | |
| 0.05625 | 2 | < 0.1% | |
| 0.065625 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 0.9375 | 70 | 0.1% | |
| 0.625 | 2531 | 2.5% | |
| 0.5 | 1 | < 0.1% | |
| 0.375 | 75 | 0.1% |
POLICY_VALUE_AMT
Numeric
| Distinct count | 10085 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 27.5% |
| Missing (n) | 27540 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0008680706582 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3785324 |
| Zeros (%) | 61.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.00498043975 |
| Maximum | 0.3785324 |
| Range | 0.3785324 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.005358390458 |
|---|---|
| Coef of variation | 6.172758412 |
| Kurtosis | 837.1188295 |
| Mean | 0.0008680706582 |
| MAD | 0.001550993904 |
| Skewness | 21.37832188 |
| Sum | 62.90039989 |
| Variance | 2.87123483e-05 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 61862 | 61.9% | |
| 0.00015338 | 16 | < 0.1% | |
| 0.001246069 | 7 | < 0.1% | |
| 1.48e-05 | 6 | < 0.1% | |
| 0.000127829 | 5 | < 0.1% | |
| 7.35e-05 | 5 | < 0.1% | |
| 1.92e-05 | 5 | < 0.1% | |
| 1.42e-05 | 5 | < 0.1% | |
| 4.53e-05 | 4 | < 0.1% | |
| 2.7e-05 | 4 | < 0.1% | |
| Other values (10074) | 10541 | 10.5% | |
| (Missing) | 27540 | 27.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 61862 | 61.9% | |
| 1.28e-08 | 2 | < 0.1% | |
| 2.56e-08 | 1 | < 0.1% | |
| 3.83e-08 | 4 | < 0.1% | |
| 5.11e-08 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3785324 | 1 | < 0.1% | |
| 0.2429216 | 1 | < 0.1% | |
| 0.24188 | 1 | < 0.1% | |
| 0.2385341 | 1 | < 0.1% | |
| 0.2310502 | 1 | < 0.1% |
REBUY_TIMES_CNT
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43282 |
| 低 | |
|---|---|
| 中 | |
| 高 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 低 | 27778 | 27.8% | |
| 中 | 12267 | 12.3% | |
| 高 | 10418 | 10.4% | |
| 中高 | 6255 | 6.3% | |
| (Missing) | 43282 | 43.3% |
| Max length | 3 |
|---|---|
| Mean length | 1.92819 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
RFM_M_LEVEL
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.644909905 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.451038568 |
|---|---|
| Coef of variation | 0.4342033104 |
| Kurtosis | -1.338679653 |
| Mean | 5.644909905 |
| MAD | 2.208895064 |
| Skewness | 0.3111575947 |
| Sum | 320168 |
| Variance | 6.007590061 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 3 | 20799 | 20.8% | |
| 5 | 11832 | 11.8% | |
| 8 | 7753 | 7.8% | |
| 7 | 7296 | 7.3% | |
| 9 | 4865 | 4.9% | |
| 10 | 4173 | 4.2% | |
| (Missing) | 43282 | 43.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 20799 | 20.8% | |
| 5 | 11832 | 11.8% | |
| 7 | 7296 | 7.3% | |
| 8 | 7753 | 7.8% | |
| 9 | 4865 | 4.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 4173 | 4.2% | |
| 9 | 4865 | 4.9% | |
| 8 | 7753 | 7.8% | |
| 7 | 7296 | 7.3% | |
| 5 | 11832 | 11.8% |
RFM_R
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 43.3% |
| Missing (n) | 43294 |
| 低 | |
|---|---|
| 中高 | |
| 高 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 低 | 17506 | 17.5% | |
| 中高 | 14616 | 14.6% | |
| 高 | 12293 | 12.3% | |
| 中 | 12291 | 12.3% | |
| (Missing) | 43294 | 43.3% |
| Max length | 3 |
|---|---|
| Mean length | 2.01204 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
TERMINATION_RATE
Numeric
| Distinct count | 251 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 43.3% |
| Missing (n) | 43282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.0909847 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 44.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 27.66385817 |
|---|---|
| Coef of variation | 2.287973963 |
| Kurtosis | 4.383949596 |
| Mean | 12.0909847 |
| MAD | 18.90746571 |
| Skewness | 2.3698803 |
| Sum | 685776.47 |
| Variance | 765.2890489 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 44093 | 44.1% | |
| 100 | 3805 | 3.8% | |
| 50 | 1858 | 1.9% | |
| 33.33 | 1268 | 1.3% | |
| 25 | 906 | 0.9% | |
| 20 | 579 | 0.6% | |
| 16.67 | 443 | 0.4% | |
| 66.67 | 424 | 0.4% | |
| 14.29 | 297 | 0.3% | |
| 40 | 285 | 0.3% | |
| Other values (240) | 2760 | 2.8% | |
| (Missing) | 43282 | 43.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 44093 | 44.1% | |
| 1.16 | 1 | < 0.1% | |
| 1.72 | 1 | < 0.1% | |
| 1.89 | 1 | < 0.1% | |
| 2.63 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 3805 | 3.8% | |
| 95 | 1 | < 0.1% | |
| 94.12 | 1 | < 0.1% | |
| 92.86 | 2 | < 0.1% | |
| 92.31 | 3 | < 0.1% |
TOOL_VISIT_1YEAR_CNT
Numeric
| Distinct count | 73 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.40911 |
|---|---|
| Minimum | 0 |
| Maximum | 176 |
| Zeros (%) | 68.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 176 |
| Range | 176 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 3.857406876 |
|---|---|
| Coef of variation | 2.737477468 |
| Kurtosis | 118.6057472 |
| Mean | 1.40911 |
| MAD | 2.022626546 |
| Skewness | 7.061430161 |
| Sum | 140911 |
| Variance | 14.8795878 |
| Memory size | 781.3 KiB |
| Value | Count | Frequency (%) | |
| 0 | 68792 | 68.8% | |
| 1 | 10256 | 10.3% | |
| 2 | 5457 | 5.5% | |
| 3 | 3566 | 3.6% | |
| 4 | 2443 | 2.4% | |
| 5 | 1843 | 1.8% | |
| 6 | 1340 | 1.3% | |
| 7 | 1094 | 1.1% | |
| 8 | 845 | 0.8% | |
| 9 | 733 | 0.7% | |
| Other values (63) | 3631 | 3.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 68792 | 68.8% | |
| 1 | 10256 | 10.3% | |
| 2 | 5457 | 5.5% | |
| 3 | 3566 | 3.6% | |
| 4 | 2443 | 2.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 176 | 1 | < 0.1% | |
| 138 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 112 | 1 | < 0.1% |
X_A_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | 1256 |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 98706 | 98.7% | |
| Y | 1256 | 1.3% | |
| (Missing) | 38 | < 0.1% |
X_B_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 67694 | 67.7% | |
| Y | 32268 | 32.3% | |
| (Missing) | 38 | < 0.1% |
X_C_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 67118 | 67.1% | |
| Y | 32844 | 32.8% | |
| (Missing) | 38 | < 0.1% |
X_D_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | 8390 |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 91572 | 91.6% | |
| Y | 8390 | 8.4% | |
| (Missing) | 38 | < 0.1% |
X_E_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 79832 | 79.8% | |
| Y | 20130 | 20.1% | |
| (Missing) | 38 | < 0.1% |
X_F_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | 230 |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 99732 | 99.7% | |
| Y | 230 | 0.2% | |
| (Missing) | 38 | < 0.1% |
X_G_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | 202 |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 99760 | 99.8% | |
| Y | 202 | 0.2% | |
| (Missing) | 38 | < 0.1% |
X_H_IND
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 38 |
| N | |
|---|---|
| Y | |
| (Missing) | 38 |
| Value | Count | Frequency (%) | |
| N | 76744 | 76.7% | |
| Y | 23218 | 23.2% | |
| (Missing) | 38 | < 0.1% |
Y1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2000 |
| Value | Count | Frequency (%) | |
| N | 98000 | 98.0% | |
| Y | 2000 | 2.0% |
First rows
| A_IND | ACCIDENT_HOSPITAL_REC_AMT | AG_CNT | AG_NOW_CNT | AGE | ANNUAL_INCOME_AMT | ANNUAL_PREMIUM_AMT | ANNUITY_AMT | APC_1ST_AGE | APC_1ST_YEARDIF | APC_CNT | B_IND | BANK_NUMBER_CNT | BMI | C_IND | CHANNEL_A_POL_CNT | CHANNEL_B_POL_CNT | CHARGE_CITY_CD | CLC_CUR_NUM | CONTACT_CITY_CD | CUS_ID | CUST_9_SEGMENTS_CD | DIEACCIDENT_AMT | DIEBENEFIT_AMT | DISEASES_HOSPITAL_REC_AMT | EDUCATION_CD | EXPIRATION_AMT | FINANCETOOLS_A | FINANCETOOLS_B | FINANCETOOLS_C | FINANCETOOLS_D | FINANCETOOLS_E | FINANCETOOLS_F | FINANCETOOLS_G | FIRST_CANCER_AMT | GENDER | IF_2ND_GEN_IND | IF_ADD_F_IND | IF_ADD_G_IND | IF_ADD_IND | IF_ADD_INSD_F_IND | IF_ADD_INSD_G_IND | IF_ADD_INSD_IND | IF_ADD_INSD_L_IND | IF_ADD_INSD_Q_IND | IF_ADD_INSD_R_IND | IF_ADD_L_IND | IF_ADD_Q_IND | IF_ADD_R_IND | IF_HOUSEHOLD_CLAIM_IND | IF_ISSUE_A_IND | IF_ISSUE_B_IND | IF_ISSUE_C_IND | IF_ISSUE_D_IND | IF_ISSUE_E_IND | IF_ISSUE_F_IND | IF_ISSUE_G_IND | IF_ISSUE_H_IND | IF_ISSUE_I_IND | IF_ISSUE_INSD_A_IND | IF_ISSUE_INSD_B_IND | IF_ISSUE_INSD_C_IND | IF_ISSUE_INSD_D_IND | IF_ISSUE_INSD_E_IND | IF_ISSUE_INSD_F_IND | IF_ISSUE_INSD_G_IND | IF_ISSUE_INSD_H_IND | IF_ISSUE_INSD_I_IND | IF_ISSUE_INSD_J_IND | IF_ISSUE_INSD_K_IND | IF_ISSUE_INSD_L_IND | IF_ISSUE_INSD_M_IND | IF_ISSUE_INSD_N_IND | IF_ISSUE_INSD_O_IND | IF_ISSUE_INSD_P_IND | IF_ISSUE_INSD_Q_IND | IF_ISSUE_J_IND | IF_ISSUE_K_IND | IF_ISSUE_L_IND | IF_ISSUE_M_IND | IF_ISSUE_N_IND | IF_ISSUE_O_IND | IF_ISSUE_P_IND | IF_ISSUE_Q_IND | IF_S_REAL_IND | IF_Y_REAL_IND | ILL_ACCELERATION_AMT | ILL_ADDITIONAL_AMT | IM_CNT | IM_IS_A_IND | IM_IS_B_IND | IM_IS_C_IND | IM_IS_D_IND | INPATIENT_SURGERY_AMT | INSD_1ST_AGE | INSD_CNT | INSD_LAST_YEARDIF_CNT | L1YR_A_ISSUE_CNT | L1YR_B_ISSUE_CNT | L1YR_C_CNT | L1YR_GROSS_PRE_AMT | L1YR_LAPSE_IND | L1YR_PAYMENT_REMINDER_IND | LAST_A_CCONTACT_DT | LAST_A_ISSUE_DT | LAST_B_CONTACT_DT | LAST_B_ISSUE_DT | LAST_C_DT | LEVEL | LIFE_CNT | LIFE_INSD_CNT | LONG_TERM_CARE_AMT | MARRIAGE_CD | MONTHLY_CARE_AMT | OCCUPATION_CLASS_CD | OUTPATIENT_SURGERY_AMT | PAY_LIMIT_MED_MISC_AMT | POLICY_VALUE_AMT | REBUY_TIMES_CNT | RFM_M_LEVEL | RFM_R | TERMINATION_RATE | TOOL_VISIT_1YEAR_CNT | X_A_IND | X_B_IND | X_C_IND | X_D_IND | X_E_IND | X_F_IND | X_G_IND | X_H_IND | Y1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | 1 | 0 | 低 | 0.001667 | 0.000192 | NaN | 低 | 0.046512 | 0 | NaN | 0.125 | 0.125 | NaN | 0 | 0 | A1 | 0 | A1 | 3418 | C | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.052632 | 0 | 0 | NaN | 0.000174 | N | N | Y | N | N | N | N | 3.0 | 中 | 0.015625 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 低 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 1 | NaN | NaN | 1 | 0 | 低 | 0.000167 | 0.009675 | NaN | 低 | 0.046512 | 0 | NaN | 0.125 | 0.175 | NaN | 0 | 0 | A1 | 0 | A1 | 4302 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 中 | 0 | 0.052632 | 0 | 0 | NaN | 0.008724 | N | N | Y | N | N | N | N | 5.0 | 中 | 0.015625 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 低 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 2 | NaN | 0.0 | 1 | 0 | 低 | 0.000125 | 0.000292 | 0.0 | 低 | 0.000000 | 1 | NaN | 0.000 | 0.225 | NaN | 1 | 0 | A1 | 1 | A1 | 5545 | A | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | Y | N | N | N | N | N | N | 0.00000 | M | Y | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | N | N | 0.0 | 0.0 | 0 | N | N | N | N | 0.0 | 中 | 0 | 0.000000 | 1 | 0 | NaN | 0.005359 | N | N | Y | Y | N | N | N | 5.0 | 中 | 0.031250 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 低 | 3.0 | 低 | 0.0 | 0 | N | N | N | Y | N | N | N | N | N |
| 3 | NaN | NaN | 1 | 0 | 低 | 0.004167 | NaN | NaN | 低 | 0.162791 | 0 | NaN | 0.125 | 0.150 | NaN | 0 | 0 | A1 | 0 | A1 | 7207 | C | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 中 | 0 | 0.210526 | 0 | 0 | NaN | 0.000000 | N | N | Y | N | N | N | N | 5.0 | 中 | 0.015625 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中高 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 4 | Y | 0.0 | 1 | 1 | 低 | 0.000083 | 0.000664 | 0.0 | 低 | 0.116279 | 1 | N | 0.000 | 0.175 | N | 1 | 0 | A1 | 1 | A1 | 7213 | C | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.04717 | M | Y | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | Y | N | N | N | N | Y | N | Y | N | N | N | N | N | Y | N | N | N | N | N | 0.0 | 0.0 | 0 | N | N | N | N | 0.0 | 低 | 0 | 0.078947 | 0 | 0 | NaN | 0.000603 | N | N | N | N | N | N | N | 2.0 | 中 | 0.062500 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 低 | 3.0 | 中 | 0.0 | 0 | N | Y | N | N | Y | N | N | N | N |
| 5 | NaN | NaN | 1 | 0 | 低 | NaN | 0.000265 | NaN | 低 | 0.186047 | 0 | NaN | 0.125 | 0.225 | NaN | 0 | 0 | A1 | 0 | A1 | 8818 | C | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.210526 | 0 | 0 | NaN | 0.000243 | N | N | Y | N | N | N | N | 3.0 | 中 | 0.015625 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中高 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 6 | NaN | NaN | 1 | 0 | 低 | NaN | 0.002923 | NaN | 低 | 0.069767 | 0 | NaN | 0.125 | 0.200 | NaN | 0 | 0 | A1 | 0 | A1 | 9681 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.078947 | 0 | 0 | NaN | 0.002600 | N | N | N | N | N | N | N | 3.0 | 中 | 0.015625 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 7 | NaN | NaN | 1 | 0 | 低 | NaN | 0.003267 | NaN | 低 | 0.046512 | 0 | NaN | 0.125 | 0.150 | NaN | 0 | 0 | A1 | 0 | A1 | 9743 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.052632 | 0 | 0 | NaN | 0.002887 | N | N | Y | N | N | N | N | 5.0 | 中 | 0.015625 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 低 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 8 | NaN | NaN | 2 | 0 | 低 | 0.000250 | 0.000154 | NaN | 低 | 0.116279 | 1 | NaN | 0.125 | 0.325 | NaN | 0 | 0 | A1 | 0 | A1 | 9839 | C | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | Y | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.131579 | 0 | 0 | NaN | 0.000140 | N | N | N | N | N | N | N | 1.0 | 中 | 0.031250 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
| 9 | NaN | NaN | 1 | 0 | 低 | 0.000417 | 0.000201 | NaN | 低 | 0.139535 | 1 | NaN | 0.125 | 0.300 | NaN | 0 | 0 | A1 | 0 | A1 | 10246 | C | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | Y | N | N | N | NaN | NaN | N | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | Y | N | N | Y | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | 低 | 0 | 0.157895 | 0 | 0 | NaN | 0.000182 | N | N | N | N | N | N | N | 1.0 | 中 | 0.046875 | NaN | 0.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中高 | 0.0 | 0 | N | N | N | N | N | N | N | N | N |
Last rows
| A_IND | ACCIDENT_HOSPITAL_REC_AMT | AG_CNT | AG_NOW_CNT | AGE | ANNUAL_INCOME_AMT | ANNUAL_PREMIUM_AMT | ANNUITY_AMT | APC_1ST_AGE | APC_1ST_YEARDIF | APC_CNT | B_IND | BANK_NUMBER_CNT | BMI | C_IND | CHANNEL_A_POL_CNT | CHANNEL_B_POL_CNT | CHARGE_CITY_CD | CLC_CUR_NUM | CONTACT_CITY_CD | CUS_ID | CUST_9_SEGMENTS_CD | DIEACCIDENT_AMT | DIEBENEFIT_AMT | DISEASES_HOSPITAL_REC_AMT | EDUCATION_CD | EXPIRATION_AMT | FINANCETOOLS_A | FINANCETOOLS_B | FINANCETOOLS_C | FINANCETOOLS_D | FINANCETOOLS_E | FINANCETOOLS_F | FINANCETOOLS_G | FIRST_CANCER_AMT | GENDER | IF_2ND_GEN_IND | IF_ADD_F_IND | IF_ADD_G_IND | IF_ADD_IND | IF_ADD_INSD_F_IND | IF_ADD_INSD_G_IND | IF_ADD_INSD_IND | IF_ADD_INSD_L_IND | IF_ADD_INSD_Q_IND | IF_ADD_INSD_R_IND | IF_ADD_L_IND | IF_ADD_Q_IND | IF_ADD_R_IND | IF_HOUSEHOLD_CLAIM_IND | IF_ISSUE_A_IND | IF_ISSUE_B_IND | IF_ISSUE_C_IND | IF_ISSUE_D_IND | IF_ISSUE_E_IND | IF_ISSUE_F_IND | IF_ISSUE_G_IND | IF_ISSUE_H_IND | IF_ISSUE_I_IND | IF_ISSUE_INSD_A_IND | IF_ISSUE_INSD_B_IND | IF_ISSUE_INSD_C_IND | IF_ISSUE_INSD_D_IND | IF_ISSUE_INSD_E_IND | IF_ISSUE_INSD_F_IND | IF_ISSUE_INSD_G_IND | IF_ISSUE_INSD_H_IND | IF_ISSUE_INSD_I_IND | IF_ISSUE_INSD_J_IND | IF_ISSUE_INSD_K_IND | IF_ISSUE_INSD_L_IND | IF_ISSUE_INSD_M_IND | IF_ISSUE_INSD_N_IND | IF_ISSUE_INSD_O_IND | IF_ISSUE_INSD_P_IND | IF_ISSUE_INSD_Q_IND | IF_ISSUE_J_IND | IF_ISSUE_K_IND | IF_ISSUE_L_IND | IF_ISSUE_M_IND | IF_ISSUE_N_IND | IF_ISSUE_O_IND | IF_ISSUE_P_IND | IF_ISSUE_Q_IND | IF_S_REAL_IND | IF_Y_REAL_IND | ILL_ACCELERATION_AMT | ILL_ADDITIONAL_AMT | IM_CNT | IM_IS_A_IND | IM_IS_B_IND | IM_IS_C_IND | IM_IS_D_IND | INPATIENT_SURGERY_AMT | INSD_1ST_AGE | INSD_CNT | INSD_LAST_YEARDIF_CNT | L1YR_A_ISSUE_CNT | L1YR_B_ISSUE_CNT | L1YR_C_CNT | L1YR_GROSS_PRE_AMT | L1YR_LAPSE_IND | L1YR_PAYMENT_REMINDER_IND | LAST_A_CCONTACT_DT | LAST_A_ISSUE_DT | LAST_B_CONTACT_DT | LAST_B_ISSUE_DT | LAST_C_DT | LEVEL | LIFE_CNT | LIFE_INSD_CNT | LONG_TERM_CARE_AMT | MARRIAGE_CD | MONTHLY_CARE_AMT | OCCUPATION_CLASS_CD | OUTPATIENT_SURGERY_AMT | PAY_LIMIT_MED_MISC_AMT | POLICY_VALUE_AMT | REBUY_TIMES_CNT | RFM_M_LEVEL | RFM_R | TERMINATION_RATE | TOOL_VISIT_1YEAR_CNT | X_A_IND | X_B_IND | X_C_IND | X_D_IND | X_E_IND | X_F_IND | X_G_IND | X_H_IND | Y1 | |
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| 99990 | NaN | NaN | 1 | 1 | 高 | 0.000300 | 0.000132 | NaN | 高 | 0.302326 | 0 | NaN | 0.125 | NaN | NaN | 1 | 0 | C2 | 1 | C2 | 2430306 | H | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | F | N | Y | N | Y | NaN | NaN | NaN | NaN | NaN | NaN | Y | Y | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Y | N | N | N | N | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000118 | N | N | N | N | N | N | N | 4.0 | 中 | 0.0 | NaN | 1.0 | NaN | 2.0 | NaN | NaN | NaN | 低 | 3.0 | 高 | 0.00 | 4 | N | Y | Y | N | N | N | N | Y | N |
| 99991 | NaN | NaN | 1 | 1 | 中高 | 0.001250 | 0.000381 | NaN | 高 | 0.139535 | 0 | NaN | 0.000 | NaN | NaN | 6 | 0 | A2 | 1 | A2 | 2460885 | G | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | Y | NaN | NaN | NaN | NaN | NaN | NaN | Y | Y | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | Y | N | N | NaN | NaN | 0 | N | N | N | N | NaN | NaN | 4 | NaN | 0 | 0 | 2.0 | 0.000321 | N | Y | Y | Y | N | N | Y | 5.0 | 高 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 中 | 9.0 | 低 | 16.67 | 8 | N | Y | N | N | N | N | N | Y | Y |
| 99992 | NaN | NaN | 1 | 1 | 中高 | 0.000833 | 0.000338 | NaN | 中高 | 0.093023 | 0 | NaN | 0.000 | NaN | NaN | 2 | 0 | A2 | 1 | A2 | 2473956 | G | NaN | NaN | NaN | 3.0 | NaN | Y | N | Y | N | N | N | N | NaN | F | N | N | N | Y | NaN | NaN | NaN | NaN | NaN | NaN | Y | Y | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | Y | N | N | NaN | NaN | 1 | N | Y | N | N | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000307 | N | N | Y | N | Y | N | N | 5.0 | 中 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 5.0 | 中 | 0.00 | 0 | N | Y | N | N | N | N | N | Y | N |
| 99993 | N | NaN | 1 | 1 | 高 | 0.000250 | 0.000611 | NaN | 高 | 0.116279 | 0 | N | 0.125 | NaN | N | 1 | 0 | D | 1 | D | 2484381 | G | NaN | NaN | NaN | 2.0 | NaN | Y | N | N | N | N | N | N | NaN | F | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | Y | N | N | N | NaN | NaN | 1 | N | Y | N | N | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000555 | N | N | N | N | Y | N | N | 4.0 | 中 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 3.0 | 中 | 0.00 | 5 | N | Y | Y | N | Y | N | N | Y | Y |
| 99994 | NaN | NaN | 1 | 1 | 高 | NaN | NaN | NaN | 中高 | 0.534884 | 0 | NaN | 0.000 | NaN | NaN | 1 | 0 | D | 0 | A1 | 2518005 | H | NaN | NaN | NaN | 1.0 | NaN | N | N | N | N | N | N | N | NaN | F | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000000 | N | N | N | N | N | N | N | 1.0 | 低 | 0.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 低 | 3.0 | 高 | 0.00 | 0 | N | N | N | N | N | N | N | N | N |
| 99995 | N | NaN | 2 | 0 | 高 | NaN | 0.000483 | NaN | 中高 | 0.372093 | 0 | N | 0.000 | NaN | N | 3 | 0 | A1 | 2 | A1 | 2525675 | G | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | F | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | Y | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | Y | N | N | N | NaN | NaN | 1 | N | Y | N | N | NaN | NaN | 2 | NaN | 0 | 0 | NaN | 0.000439 | N | N | N | N | Y | N | N | 1.0 | 高 | 0.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 中 | 7.0 | 高 | 0.00 | 1 | N | N | Y | N | Y | N | N | N | N |
| 99996 | NaN | NaN | 1 | 0 | 高 | NaN | NaN | NaN | 中高 | 0.465116 | 0 | NaN | 0.000 | NaN | NaN | 1 | 0 | E | 0 | E | 2534462 | H | NaN | NaN | NaN | 1.0 | NaN | N | N | Y | N | N | N | N | NaN | F | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | NaN | NaN | 1 | N | N | N | Y | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000000 | N | N | Y | N | N | N | N | 5.0 | 低 | 0.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 低 | 3.0 | 高 | 100.00 | 0 | N | N | N | N | N | N | N | N | Y |
| 99997 | NaN | NaN | 3 | 1 | 中高 | 0.000625 | NaN | NaN | 中 | 0.279070 | 0 | NaN | 0.000 | NaN | NaN | 4 | 0 | C2 | 0 | C2 | 2535679 | H | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | F | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | Y | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | NaN | NaN | 1 | N | N | N | Y | NaN | NaN | 1 | NaN | 0 | 0 | NaN | 0.000000 | N | N | Y | N | N | N | N | 5.0 | 低 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 中 | 8.0 | 中高 | 50.00 | 0 | N | N | N | N | N | N | N | N | Y |
| 99998 | N | NaN | 1 | 1 | 高 | 0.002083 | 0.000548 | NaN | 高 | 0.023256 | 0 | Y | 0.125 | NaN | N | 2 | 0 | A1 | 1 | A1 | 2544819 | G | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | N | N | N | N | N | N | N | N | N | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | N | N | N | Y | N | N | N | N | N | NaN | NaN | 0 | N | N | N | N | NaN | NaN | 2 | NaN | 0 | 0 | NaN | 0.000504 | N | N | Y | Y | N | N | N | 4.0 | 中 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 5.0 | 低 | 0.00 | 9 | N | Y | Y | N | Y | N | N | Y | N |
| 99999 | NaN | NaN | 1 | 1 | 高 | 0.002500 | 0.000440 | NaN | 高 | 0.000000 | 0 | NaN | 0.000 | NaN | NaN | 4 | 0 | B1 | 1 | B1 | 1994377 | G | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | M | N | N | N | Y | NaN | NaN | NaN | NaN | NaN | NaN | Y | Y | N | N | N | N | N | N | N | N | N | N | Y | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Y | N | N | N | N | N | N | Y | N | N | NaN | NaN | 0 | N | N | N | N | NaN | NaN | 1 | NaN | 4 | 0 | 1.0 | 0.000404 | N | N | Y | Y | N | N | Y | 5.0 | 高 | 0.0 | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | 低 | 8.0 | 低 | 0.00 | 1 | N | Y | N | N | N | N | N | Y | N |